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Volumn 10, Issue 5, 2003, Pages 623-640

Nonlinear prediction of exchange rates with monetary fundamentals

Author keywords

Exchange rates forecasting; Monetary fundamentals; Neural network

Indexed keywords


EID: 0042342715     PISSN: 09275398     EISSN: None     Source Type: Journal    
DOI: 10.1016/S0927-5398(03)00008-2     Document Type: Article
Times cited : (82)

References (39)
  • 1
    • 0009937577 scopus 로고    scopus 로고
    • Micro effects of macro announcements: Real-time price discovery in foreign exchange
    • Mimeo, University of Pennsylvania
    • Anderson, T., Bollerslev, T., Diebold, F.X., Vega, C., 2001. Micro effects of macro announcements: real-time price discovery in foreign exchange. Mimeo, University of Pennsylvania.
    • (2001)
    • Anderson, T.1    Bollerslev, T.2    Diebold, F.X.3    Vega, C.4
  • 2
    • 0001758906 scopus 로고
    • Heteroskedasticity and autocorrelation consistent covariance matrix estimation
    • Andrews D.W.K. Heteroskedasticity and autocorrelation consistent covariance matrix estimation Econometrica 59 3 1991 817-858
    • (1991) Econometrica , vol.59 , Issue.3 , pp. 817-858
    • Andrews, D.W.K.1
  • 3
    • 84977703517 scopus 로고
    • Common stochastic trends in a system of exchange rates
    • Baillie R.T. Bollerslev T. Common stochastic trends in a system of exchange rates Journal of Finance 44 1989 167-181
    • (1989) Journal of Finance , vol.44 , pp. 167-181
    • Baillie, R.T.1    Bollerslev, T.2
  • 4
    • 84993911790 scopus 로고
    • Cointegration, fractional cointegration and exchange rate dynamics
    • Baillie R.T. Bollerslev T. Cointegration, fractional cointegration and exchange rate dynamics Journal of Finance 49 1994 737-745
    • (1994) Journal of Finance , vol.49 , pp. 737-745
    • Baillie, R.T.1    Bollerslev, T.2
  • 6
    • 85099272104 scopus 로고
    • Rational expectations and the exchange rate
    • J. Frenkel, & H. G. Johnson (Eds.), Reading, MA: Addison-Wesley Publishing
    • Bilson J.F.O. Rational expectations and the exchange rate In: Frenkel J. Johnson H.G. (Eds.), The Economics of Exchange Rates 1978 75-96 Addison-Wesley Publishing Reading, MA
    • (1978) The Economics of Exchange Rates , pp. 75-96
    • Bilson, J.F.O.1
  • 7
    • 0000537884 scopus 로고    scopus 로고
    • Linear and nonlinear (non-) forecastability of high-frequency exchange rates
    • Brooks C. Linear and nonlinear (non-) forecastability of high-frequency exchange rates Journal of Forecasting 16 1997 125-145
    • (1997) Journal of Forecasting , vol.16 , pp. 125-145
    • Brooks, C.1
  • 8
    • 0001126361 scopus 로고
    • Banking on currency forecasts: How predictable is change in money?
    • Chinn M. Meese R. Banking on currency forecasts: how predictable is change in money? Journal of International Economics 38 1995 161-178
    • (1995) Journal of International Economics , vol.38 , pp. 161-178
    • Chinn, M.1    Meese, R.2
  • 12
    • 38149147790 scopus 로고
    • Can the Markov switching model forecast exchange rates?
    • Engel C.M. Can the Markov switching model forecast exchange rates? Journal of International Economics 36 1994 151-165
    • (1994) Journal of International Economics , vol.36 , pp. 151-165
    • Engel, C.M.1
  • 13
    • 0000230606 scopus 로고
    • Long swings in the exchange rate: Are they in the data and do markets know it?
    • Engel C.M. Hamilton J.D. Long swings in the exchange rate: are they in the data and do markets know it? American Economic Review 80 1990 689-713
    • (1990) American Economic Review , vol.80 , pp. 689-713
    • Engel, C.M.1    Hamilton, J.D.2
  • 14
    • 0041404535 scopus 로고    scopus 로고
    • Exchange rate forecasting: The errors we've really made
    • Mimeo, Board of Governors of the Federal Reserve System
    • Faust, J., Rogers, J., Wright, J.H., 2001. Exchange rate forecasting: the errors we've really made. Mimeo, Board of Governors of the Federal Reserve System.
    • (2001)
    • Faust, J.1    Rogers, J.2    Wright, J.H.3
  • 15
    • 77956842194 scopus 로고
    • Empirical research on nominal exchange rates
    • G. Grossman, & K. Rogoff (Eds.), Amsterdam: North-Holland Chap. 33
    • Frankel J.A. Rose A.K. Empirical research on nominal exchange rates In: Grossman G. Rogoff K. (Eds.), Handbook of International Economics vol. III 1995 1689-1729 North-Holland Amsterdam Chap. 33
    • (1995) Handbook of International Economics , vol.3 , pp. 1689-1729
    • Frankel, J.A.1    Rose, A.K.2
  • 16
    • 0030462091 scopus 로고    scopus 로고
    • A panel project on purchasing power parity: Mean reversion within and between countries
    • Frankel J.A. Rose A.K. A panel project on purchasing power parity: mean reversion within and between countries Journal of International Economics 40 1996 209-224
    • (1996) Journal of International Economics , vol.40 , pp. 209-224
    • Frankel, J.A.1    Rose, A.K.2
  • 17
    • 0002347308 scopus 로고    scopus 로고
    • Pricing and hedging derivative securities with neural networks and a homogeneity hint
    • Garcia R. Gencay R. Pricing and hedging derivative securities with neural networks and a homogeneity hint Journal of Econometrics 94 2000 93-115
    • (2000) Journal of Econometrics , vol.94 , pp. 93-115
    • Garcia, R.1    Gencay, R.2
  • 18
    • 0002406475 scopus 로고    scopus 로고
    • Linear, nonlinear and essential foreign exchange rate prediction with simple technical trading rules
    • Gencay R. Linear, nonlinear and essential foreign exchange rate prediction with simple technical trading rules Journal of International Economics 47 1999 91-107
    • (1999) Journal of International Economics , vol.47 , pp. 91-107
    • Gencay, R.1
  • 19
    • 0024880831 scopus 로고
    • Multilayer feedforward networks are universal approximators
    • Hornik K. Stinchcombe M. White H. Multilayer feedforward networks are universal approximators Neural Networks 2 1989 359-366
    • (1989) Neural Networks , vol.2 , pp. 359-366
    • Hornik, K.1    Stinchcombe, M.2    White, H.3
  • 20
    • 0042907643 scopus 로고    scopus 로고
    • Exchange rates and monetary fundamentals: What do we learn from long-horizon regressions?
    • Kilian L. Exchange rates and monetary fundamentals: what do we learn from long-horizon regressions? Journal of Applied Econometrics 43 1999 313-332
    • (1999) Journal of Applied Econometrics , vol.43 , pp. 313-332
    • Kilian, L.1
  • 21
    • 0003600212 scopus 로고    scopus 로고
    • Why is it so difficult to beat the random walk forecast of exchange rates?
    • European Central Bank Working Paper: 88
    • Kilian, L., Taylor, M.P., 2001. Why is it so difficult to beat the random walk forecast of exchange rates? European Central Bank Working Paper: 88.
    • (2001)
    • Kilian, L.1    Taylor, M.P.2
  • 22
    • 84983857211 scopus 로고
    • Forecasting exchange rates using feedforward and recurrent neural networks
    • (Oct.-Dec.)
    • Kuan C.-M. Liu T. Forecasting exchange rates using feedforward and recurrent neural networks Journal of Applied Econometrics 10 4 1995 347-364 (Oct.-Dec.)
    • (1995) Journal of Applied Econometrics , vol.10 , Issue.4 , pp. 347-364
    • Kuan, C.-M.1    Liu, T.2
  • 24
    • 0001025418 scopus 로고
    • Bayesian interpolation
    • MacKay D.J.C. Bayesian interpolation Neural Computation 4 1992 415-447
    • (1992) Neural Computation , vol.4 , pp. 415-447
    • MacKay, D.J.C.1
  • 25
    • 0001413344 scopus 로고
    • Exchange rates and fundamentals: Evidence on long-horizon predictability
    • Mark N. Exchange rates and fundamentals: evidence on long-horizon predictability American Economic Review 85 1 1995 201-218
    • (1995) American Economic Review , vol.85 , Issue.1 , pp. 201-218
    • Mark, N.1
  • 26
    • 33846907054 scopus 로고
    • Empirical exchange rate models of the seventies: Do they fit out of sample?
    • Meese R.A. Rogoff K. Empirical exchange rate models of the seventies: do they fit out of sample? Journal of International Economics 14 1983 3-24
    • (1983) Journal of International Economics , vol.14 , pp. 3-24
    • Meese, R.A.1    Rogoff, K.2
  • 27
    • 84959798347 scopus 로고
    • An empirical assessment of non-linearities in models of exchange rate determination
    • Meese R.A. Rose A. An empirical assessment of non-linearities in models of exchange rate determination Review of Economic Studies 58 1991 603-619
    • (1991) Review of Economic Studies , vol.58 , pp. 603-619
    • Meese, R.A.1    Rose, A.2
  • 28
    • 84986382553 scopus 로고
    • Multivariate nearest-neighbor forecasts of EMS exchange rates
    • Mizrach B.M. Multivariate nearest-neighbor forecasts of EMS exchange rates Journal of Applied Econometrics 7 1992 S151-S163
    • (1992) Journal of Applied Econometrics , vol.7
    • Mizrach, B.M.1
  • 29
    • 85099270285 scopus 로고
    • The exchange rate, the balance of payments and the monetary and fiscal policy under a regime of controlled floating
    • J. Frenkel, & H. G. Johnson (Eds.), Reading, MA: Addison-Wesley Publishing
    • Mussa M.L. The exchange rate, the balance of payments and the monetary and fiscal policy under a regime of controlled floating In: Frenkel J. Johnson H.G. (Eds.), The Economics of Exchange Rates 1978 47-65 Addison-Wesley Publishing Reading, MA
    • (1978) The Economics of Exchange Rates , pp. 47-65
    • Mussa, M.L.1
  • 30
    • 0000706085 scopus 로고
    • A simple, positive semidefinite, heteroskedasticity and autocorrelation consistent covariance matrix
    • Newey W. West K.D. A simple, positive semidefinite, heteroskedasticity and autocorrelation consistent covariance matrix Econometrica 55 1987 703-708
    • (1987) Econometrica , vol.55 , pp. 703-708
    • Newey, W.1    West, K.D.2
  • 31
    • 0025536870 scopus 로고
    • Improving the learning speed of 2-layer neural networks by choosing initial values of the adaptive weights
    • Proceedings of the International Joint Conference of Neural Networks
    • Nguyen D. Widrow B. Improving the learning speed of 2-layer neural networks by choosing initial values of the adaptive weights Proceedings of the International Joint Conference of Neural Networks 3 1990 21-26
    • (1990) , vol.3 , pp. 21-26
    • Nguyen, D.1    Widrow, B.2
  • 33
    • 0000103157 scopus 로고    scopus 로고
    • Financial applications of artificial neural networks
    • G. S. Maddala, & C. R. Rao (Eds.), Statistical Methods in Finance Amsterdam: North-Holland Elsevier Science Publishers
    • Qi M. Financial applications of artificial neural networks In: Maddala G.S. Rao C.R. (Eds.), Handbook of Statistics Statistical Methods in Finance vol. 14 1996 529-552 North-Holland Elsevier Science Publishers Amsterdam
    • (1996) Handbook of Statistics , vol.14 , pp. 529-552
    • Qi, M.1
  • 34
    • 0033435319 scopus 로고    scopus 로고
    • Nonlinear predictability of stock returns using financial and economic variables
    • Qi M. Nonlinear predictability of stock returns using financial and economic variables Journal of Business and Economic Statistics 17 4 1999 419-429
    • (1999) Journal of Business and Economic Statistics , vol.17 , Issue.4 , pp. 419-429
    • Qi, M.1
  • 35
    • 0001606625 scopus 로고    scopus 로고
    • Economic factors and the stock market: A new perspective
    • Qi M. Maddala G.S. Economic factors and the stock market: a new perspective Journal of Forecasting 18 3 1999 151-166
    • (1999) Journal of Forecasting , vol.18 , Issue.3 , pp. 151-166
    • Qi, M.1    Maddala, G.S.2
  • 36
    • 0036888014 scopus 로고    scopus 로고
    • Testing the monetary model of exchange rate determination: New evidence from a century of data
    • Rapach D. Wohar M. Testing the monetary model of exchange rate determination: new evidence from a century of data Journal of International Economics 58 2 2002 359-385
    • (2002) Journal of International Economics , vol.58 , Issue.2 , pp. 359-385
    • Rapach, D.1    Wohar, M.2
  • 37
    • 0031329532 scopus 로고    scopus 로고
    • A model selection approach to real-time macroeconomic forecasting using linear models and artificial neural networks
    • Swanson N.R. White H. A model selection approach to real-time macroeconomic forecasting using linear models and artificial neural networks Review of Economics and Statistics 79 1997 540-550
    • (1997) Review of Economics and Statistics , vol.79 , pp. 540-550
    • Swanson, N.R.1    White, H.2
  • 38
    • 0025635525 scopus 로고
    • Connectionist nonparametric regression: Multilayer feedforward networks can learn arbitrary mappings
    • White H. Connectionist nonparametric regression: multilayer feedforward networks can learn arbitrary mappings Neural Networks 3 1990 535-549
    • (1990) Neural Networks , vol.3 , pp. 535-549
    • White, H.1
  • 39
    • 0030534750 scopus 로고    scopus 로고
    • Are real exchange rates non-stationary? Evidence from a panel-data test
    • Wu Y. Are real exchange rates non-stationary? Evidence from a panel-data test Journal of Money, Credit and Banking 28 1996 54-63
    • (1996) Journal of Money, Credit and Banking , vol.28 , pp. 54-63
    • Wu, Y.1


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